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@ -4,9 +4,7 @@ measurements
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## MASS anorexia data
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1. Analyze the original data:
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- In R, see ?MASS::anorexia
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- Data preparation
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Data preparation
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``` r
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data(anorexia, package = "MASS")
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@ -20,11 +18,13 @@ lattice::xyplot(Postwt ~ Prewt, dat, groups = Treat,
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type = c("g", "r", "p"), auto.key = TRUE)
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```
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- Estimate the average treatment effect (ATE) for FT relative to CBT.
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1. Analyze the original data:
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- In R, see ?MASS::anorexia
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- Estimate the average treatment effect (ATE) for FT relative to
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CBT.
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- What is the 95% CI for the ATE?
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- What are the pre- and post-weight means for the two groups?
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- What are the baseline-adjusted means for the two groups?
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2. Run a power simulation for a replication study:
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- Draw plausible pre-weights.
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- Specify the minimum relevant effect.
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@ -41,5 +41,3 @@ lattice::xyplot(Postwt ~ Prewt, dat, groups = Treat,
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- the R code, output, and plots (if any)
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Render the R or Rmd file to HTML.
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### Reference
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@ -3,8 +3,8 @@ Power for mixed-effects models
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Last modified: 2026-01-09
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``` r
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library(lattice)
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library(lme4)
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library("lattice")
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library("lme4")
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```
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# Reanalysis
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@ -8,8 +8,8 @@ Exercises: Data simulation for crossed random-effects models
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“manually”
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``` r
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library(lattice)
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library(lme4)
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library("lattice")
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library("lme4")
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#--------------- (1) Create data frame ----------------------------------------
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datsim <- expand.grid(subject = factor(c("s1" , "s2" , "s3" )),
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